Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9983531 0.9699982 0.7396562
bt 0.8307845 0.4992669 0.2135371
maxnet 0.8010827 0.4731867 NA
gam 0.8354312 0.5366112 0.2549231
glm 0.7021217 0.4245545 0.0711551

Variable Importance

Partial Dependence